Scholar
Jerrin Bright
Google Scholar ID: ArQ2dvkAAAAJ
University of Waterloo
Citations & Impact
Citations
98
H-index
4
i10-index
2
Publications
13
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- Published: Bright, Jerrin et al. “ME-CapsNet: A multi-enhanced capsule networks with routing mechanism.” IEEE CONECCT 2022.
- Published: Jerrin Bright et al., IOP Conf. Ser.: Mater. Sci. Eng. 1012 012019 (2021).
- Published: “An End-to-End Autonomous UAV System in GPS-Denied and Unstructured Environments” (title incomplete but published).
- Maintains a Google Scholar profile listing all publications.
- Hosts a “Wall of Certificates” page showcasing achievements.
Background
- Research focuses on understanding and interacting with the dynamic 3D world, with a particular emphasis on human behavior.
- Combines computer vision, computer graphics, and machine learning to explore how to capture, perceive, and understand the 4D world from 2D images and videos.
- Aims to develop systems that learn priors about the 4D world from visual data to build more realistic and interactive human-centered virtual environments.
- Currently collaborating with the Baltimore Orioles (MLB) to develop robust monocular 3D human modeling solutions for quantitative baseball player analysis to improve performance, inform strategy, and prevent injuries.
- Research interests include dynamic motion segmentation with egomotion compensation, robust puck localization in ice hockey, unique player identification in low-resolution broadcast videos, player action recognition, human pose estimation, and 3D scene recovery from monocular images.
